Skip to main content
Advertisement

Main menu

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • AJNR Case Collection
    • Case of the Week Archive
    • Classic Case Archive
    • Case of the Month Archive
  • Special Collections
    • Spinal CSF Leak Articles (Jan 2020-June 2024)
    • 2024 AJNR Journal Awards
    • Most Impactful AJNR Articles
  • Multimedia
    • AJNR Podcast
    • AJNR Scantastics
    • Video Articles
  • For Authors
    • Submit a Manuscript
    • Author Policies
    • Fast publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Manuscript Submission Guidelines
    • Imaging Protocol Submission
    • Submit a Case for the Case Collection
  • About Us
    • About AJNR
    • Editorial Board
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home
  • Other Publications
    • ajnr

User menu

  • Alerts
  • Log in

Search

  • Advanced search
American Journal of Neuroradiology
American Journal of Neuroradiology

American Journal of Neuroradiology

ASHNR American Society of Functional Neuroradiology ASHNR American Society of Pediatric Neuroradiology ASSR
  • Alerts
  • Log in

Advanced Search

  • Home
  • Content
    • Current Issue
    • Accepted Manuscripts
    • Article Preview
    • Past Issue Archive
    • AJNR Case Collection
    • Case of the Week Archive
    • Classic Case Archive
    • Case of the Month Archive
  • Special Collections
    • Spinal CSF Leak Articles (Jan 2020-June 2024)
    • 2024 AJNR Journal Awards
    • Most Impactful AJNR Articles
  • Multimedia
    • AJNR Podcast
    • AJNR Scantastics
    • Video Articles
  • For Authors
    • Submit a Manuscript
    • Author Policies
    • Fast publishing of Accepted Manuscripts
    • Graphical Abstract Preparation
    • Manuscript Submission Guidelines
    • Imaging Protocol Submission
    • Submit a Case for the Case Collection
  • About Us
    • About AJNR
    • Editorial Board
  • More
    • Become a Reviewer/Academy of Reviewers
    • Subscribers
    • Permissions
    • Alerts
    • Feedback
    • Advertisers
    • ASNR Home
  • Follow AJNR on Twitter
  • Visit AJNR on Facebook
  • Follow AJNR on Instagram
  • Join AJNR on LinkedIn
  • RSS Feeds

Welcome to the new AJNR, Updated Hall of Fame, and more. Read the full announcements.


AJNR is seeking candidates for the position of Associate Section Editor, AJNR Case Collection. Read the full announcement.

 

Research ArticleAdult Brain
Open Access

Linking Stage-Specific Plasma Biomarkers to Gray Matter Atrophy in Parkinson Disease

W.-C. Lin, P.-L. Lee, C.-H. Lu, C.-P. Lin and K.-H. Chou
American Journal of Neuroradiology August 2021, 42 (8) 1444-1451; DOI: https://doi.org/10.3174/ajnr.A7171
W.-C. Lin
aFrom the Department of Diagnostic Radiology (W.-C.L.), Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for W.-C. Lin
P.-L. Lee
bInstitute of Neuroscience (P.-L.L., C.-P.L., K.-H.C.), National Yang-Ming University, Taipei, Taiwan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for P.-L. Lee
C.-H. Lu
cDepartment of Neurology (C.-H.L.), Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for C.-H. Lu
C.-P. Lin
bInstitute of Neuroscience (P.-L.L., C.-P.L., K.-H.C.), National Yang-Ming University, Taipei, Taiwan
dDepartment of Biomedical Imaging and Radiological Sciences (C.-P.L.), National Yang-Ming University, Taipei, Taiwan
eBrain Research Center (C.-P.L., K.-H.C.), National Yang-Ming University, Taipei, Taiwan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for C.-P. Lin
K.-H. Chou
bInstitute of Neuroscience (P.-L.L., C.-P.L., K.-H.C.), National Yang-Ming University, Taipei, Taiwan
eBrain Research Center (C.-P.L., K.-H.C.), National Yang-Ming University, Taipei, Taiwan
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for K.-H. Chou
  • Article
  • Figures & Data
  • Info & Metrics
  • Responses
  • References
  • PDF
Loading

Article Figures & Data

Figures

  • FIG 1.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 1.

    Analytic workflow. A, Whole-brain composite atlas generated from the SUIT and Hammer's Maximum Probability Atlas. B, Regional gray matter volume extracted with the composite atlas. C, The Jonckheere-Terpstra test and pair-wise Mann-Whitney U test are used to identify stage-specific patterns. D, Principal component analysis is used to extract weighting scores of the stage-specific GMV pattern. E, Spearman rank-order correlation tests are used to examine the potential associations among weighting scores of the stage-specific GMV pattern, peripheral plasma biomarkers, general cognitive performance, and disease severity. SUIT indicates Spatially Unbiased Infratentorial Template.

  • FIG 2.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 2.

    Stage-specific patterns of plasma biomarkers. Violin plots demonstrate residual values of each biomarker adjusted for age and sex in healthy controls (blue), patients with PDE (yellow), and PDL (pink). Red circles of in the violin plots show the median value of each plasma biomarker of each study group. Asterisks indicate statistically significant differences among study groups using pair-wise Mann-Whitney U tests (FDR-corrected, P < .05). JT indicates Jonckheere-Terpstra test.

  • FIG 3.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 3.

    Spatial regions of stage-specific gray matter volume patterns. A, Pattern 1, red. B, Pattern 2, orange. C, Pattern 3, yellow.

  • FIG 4.
    • Download figure
    • Open in new tab
    • Download powerpoint
    FIG 4.

    Associations among plasma biomarkers, weighting scores of stage-specific GMV patterns, disease severity, and cognitive performance. The hash tag indicates Spearman rank-order correlation analyses between disease severity and peripheral plasma biomarkers/weighting-score of stage-specific GMV patterns were conducted in patients with PD (PDE and PDL). SE-ADL indicates Schwab and England Activities of Daily Living scale.

PreviousNext
Back to top

In this issue

American Journal of Neuroradiology: 42 (8)
American Journal of Neuroradiology
Vol. 42, Issue 8
1 Aug 2021
  • Table of Contents
  • Index by author
  • Complete Issue (PDF)
Advertisement
Print
Download PDF
Email Article

Thank you for your interest in spreading the word on American Journal of Neuroradiology.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Linking Stage-Specific Plasma Biomarkers to Gray Matter Atrophy in Parkinson Disease
(Your Name) has sent you a message from American Journal of Neuroradiology
(Your Name) thought you would like to see the American Journal of Neuroradiology web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Cite this article
W.-C. Lin, P.-L. Lee, C.-H. Lu, C.-P. Lin, K.-H. Chou
Linking Stage-Specific Plasma Biomarkers to Gray Matter Atrophy in Parkinson Disease
American Journal of Neuroradiology Aug 2021, 42 (8) 1444-1451; DOI: 10.3174/ajnr.A7171

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
0 Responses
Respond to this article
Share
Bookmark this article
Linking Stage-Specific Plasma Biomarkers to Gray Matter Atrophy in Parkinson Disease
W.-C. Lin, P.-L. Lee, C.-H. Lu, C.-P. Lin, K.-H. Chou
American Journal of Neuroradiology Aug 2021, 42 (8) 1444-1451; DOI: 10.3174/ajnr.A7171
del.icio.us logo Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Purchase

Jump to section

  • Article
    • Abstract
    • ABBREVIATIONS:
    • MATERIALS AND METHODS
    • RESULTS
    • DISCUSSION
    • CONCLUSIONS
    • ACKNOWLEDGMENTS
    • Footnotes
    • References
  • Figures & Data
  • Info & Metrics
  • Responses
  • References
  • PDF

Related Articles

  • No related articles found.
  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Crossref (7)
  • Google Scholar

This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Imaging the Limbic System in Parkinson’s Disease—A Review of Limbic Pathology and Clinical Symptoms
    Magdalena Banwinkler, Hendrik Theis, Stéphane Prange, Thilo van Eimeren
    Brain Sciences 2022 12 9
  • Modeling the neuroimmune system in Alzheimer’s and Parkinson’s diseases
    Wendy Balestri, Ruchi Sharma, Victor A. da Silva, Bianca C. Bobotis, Annabel J. Curle, Vandana Kothakota, Farnoosh Kalantarnia, Maria V. Hangad, Mina Hoorfar, Joanne L. Jones, Marie-Ève Tremblay, Jehan J. El-Jawhari, Stephanie M. Willerth, Yvonne Reinwald
    Journal of Neuroinflammation 2024 21 1
  • sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer’s Disease Diagnosis With Structural MRI
    Xin Zhang, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang
    IEEE Access 2023 11
  • Multiscale brain age prediction reveals region-specific accelerated brain aging in Parkinson&#039;s disease
    Yueh-Sheng Chen, Chen-Yuan Kuo, Cheng-Hsien Lu, Yuan-Wei Wang, Kun-Hsien Chou, Wei-Che Lin
    Neurobiology of Aging 2024 140
  • Systematic analysis of multi-omics data reveals component-specific blood-based biomarkers for Parkinson’s disease
    Teddy J. W. Tng, Barbara Wing Yan Wong, Esther H. Y. Sim, Eng King Tan, Wilson W. B. Goh, Kah-Leong Lim
    Translational Medicine Communications 2024 9 1
  • Neuroimaging in Parkinson�s Disease and Related Disorders
    Joji Philip Verghese, Edoardo Rosario de Natale, Marios Politis
    2023
  • Plasma alpha-synuclein predicts cognitive impairment in Parkinson’s disease: a systematic review and meta-analysis
    Ziyue Zhu, Dennis Cordato, Renfen Chen, Ying Hua Xu, Boaz Shulruf, Daniel Kam Yin Chan
    Journal of Neurology 2025 272 2

More in this TOC Section

  • Diagnostic Neuroradiology of Monoclonal Antibodies
  • Segmentation of Brain Metastases with BLAST
  • NCCT vs. MRI for Brain Atrophy in Acute Stroke
Show more Adult Brain

Similar Articles

Advertisement

Indexed Content

  • Current Issue
  • Accepted Manuscripts
  • Article Preview
  • Past Issues
  • Editorials
  • Editors Choice
  • Fellow Journal Club
  • Letters to the Editor

Cases

  • Case Collection
  • Archive - Case of the Week
  • Archive - Case of the Month
  • Archive - Classic Case

Special Collections

  • Special Collections

Resources

  • News and Updates
  • Turn around Times
  • Submit a Manuscript
  • Author Policies
  • Manuscript Submission Guidelines
  • Evidence-Based Medicine Level Guide
  • Publishing Checklists
  • Graphical Abstract Preparation
  • Imaging Protocol Submission
  • Submit a Case
  • Become a Reviewer/Academy of Reviewers
  • Get Peer Review Credit from Publons

Multimedia

  • AJNR Podcast
  • AJNR SCANtastic
  • Video Articles

About Us

  • About AJNR
  • Editorial Board
  • Not an AJNR Subscriber? Join Now
  • Alerts
  • Feedback
  • Advertise with us
  • Librarian Resources
  • Permissions
  • Terms and Conditions

American Society of Neuroradiology

  • Not an ASNR Member? Join Now

© 2025 by the American Society of Neuroradiology All rights, including for text and data mining, AI training, and similar technologies, are reserved.
Print ISSN: 0195-6108 Online ISSN: 1936-959X

Powered by HighWire